avala-agents
Build custom annotation workflow agents for the Avala platform.
Note: This repository is a read-only mirror. To report bugs or request features, please open an issue. See CONTRIBUTING.md for details.
Installation
pip install avala-agents
Quick Start
from avala_agents import TaskAgent
agent = TaskAgent(
api_key="avk_...",
name="quality-checker",
project="proj_uid", # optional: scope to a single project
)
@agent.on("result.submitted")
def check_quality(context):
annotations = context.result_data
if len(annotations) == 0:
context.reject("No annotations found")
elif context.result_metadata.get("confidence", 1.0) < 0.5:
context.flag("Low confidence — needs manual review")
else:
context.approve()
agent.run() # blocks; polls for pending executions
Supported Events
| Event | Context class | Description |
|---|---|---|
result.submitted |
ResultContext |
An annotator submitted a result |
result.accepted |
ResultContext |
A result was accepted by QC |
result.rejected |
ResultContext |
A result was rejected by QC |
task.completed |
TaskContext |
A task reached a terminal state |
Actions
All context objects expose four action methods:
| Method | Description |
|---|---|
context.approve(reason="") |
Accept the result / task |
context.reject(reason="") |
Reject with an optional reason |
context.flag(reason="") |
Flag for manual review |
context.skip() |
Acknowledge without taking action |
Configuration
| Parameter | Env var | Default |
|---|---|---|
api_key |
AVALA_API_KEY |
required |
base_url |
AVALA_BASE_URL |
https://api.avala.ai/api/v1 |
name |
— | "default-agent" |
project |
— | None (all projects) |
task_types |
— | None (all types) |
poll_interval |
— | 5.0 seconds |
Processing a single batch (non-blocking)
count = agent.run_once()
print(f"Processed {count} execution(s)")
Error handling
from avala_agents import AgentActionError, AgentRegistrationError
try:
agent.run()
except AgentRegistrationError as exc:
print(f"Could not register agent: {exc}")
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for avala-agents 0.1.1
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Total release size: 26.2 kB
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